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// yala is pleased to support the open source community by making ncnn available.
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// Copyright (C) 2022 yala <zhaojunchao@loongson.cn>;<junchao82@qq.com>. All rights reserved.
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// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
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// in compliance with the License. You may obtain a copy of the License at
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// https://opensource.org/licenses/BSD-3-Clause
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// Unless required by applicable law or agreed to in writing, software distributed
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// under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR
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// CONDITIONS OF ANY KIND, either express or implied. See the License for the
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// specific language governing permissions and limitations under the License.
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#include "sigmoid_loongarch.h"
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#include "lsx_mathfun.h"
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#endif // __loongarch_sx
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#include "loongarch_usability.h"
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Sigmoid_loongarch::Sigmoid_loongarch()
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support_packing = true;
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int Sigmoid_loongarch::forward_inplace(Mat& bottom_top_blob, const Option& opt) const
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int w = bottom_top_blob.w;
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int h = bottom_top_blob.h;
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int d = bottom_top_blob.d;
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int channels = bottom_top_blob.c;
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int elempack = bottom_top_blob.elempack;
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int size = w * h * d * elempack;
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#pragma omp parallel for num_threads(opt.num_threads)
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for (int q = 0; q < channels; q++)
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float* ptr = bottom_top_blob.channel(q);
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__m128 _one = (__m128)__lsx_vreplfr2vr_s(1.f);
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for (; i + 3 < size; i += 4)
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__builtin_prefetch(ptr + 16);
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__m128 _p = (__m128)__lsx_vld(ptr, 0);
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_p = (__m128)__lsx_vbitrevi_w((__m128i)_p, 31);
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_p = __lsx_vfadd_s(_p, _one);
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__m128 _outp = __lsx_vfdiv_s(_one, _p);
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__lsx_vst(_outp, ptr, 0);
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#endif // __loongarch_sx
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*ptr = 1.f / (1.f + exp(-*ptr));